TLDR AI 2023-10-31
GPT-3.5-turbo 20B parameters π€, AI executive order π, embeddings in computer vision π
GPT-3.5-turbo is 20B parameter (2 minute read)
Researchers wrote that gpt-3.5-turbo (the model behind ChatGPT) is a 20B parameter model in a paper by a Microsoft research group that studies diffusion models for code. The original model was said to be 175B parameters, so there could have been retraining or distillation.
Announcing The Open Empathic Project (4 minute read)
The group behind Stable Diffusion has launched the Open Empathic project to foster emotion-detecting capabilities in open-source AI systems for more authentic AI-human interactions.
Biden Releases AI Executive Order (2 minute read)
President Joe Biden signed an executive order outlining eight goals to regulate generative AI, focusing on safety, privacy, equity, consumer protection, innovation, and responsible government use, with agencies like the NIST tasked to develop AI standards and large AI model developers required to share safety test results.
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Engineering & Research
Insanely Fast Whisper (GitHub Repo)
Transcribe 300 minutes of audio in less than 10 minutes with OpenAIβs Whisper Large v2.
Personalized Image Clustering (GitHub Repo)
This paper introduces Image Clustering Conditioned on Text Criteria (ICβ TC), a method that leverages vision-language models to sort images based on user-given text descriptions.
Azure OpenAI Logger (GitHub Repo)
This project aims to create a simple and easy to deploy solution to add observability to your Azure OpenAI instance. The approach adds an API Management instance as a proxy for your existing Azure OpenAI service, and funnels logs/requests/responses to an Application Insights instance. It also saves a prebuilt query to a workbook for easy access to logs.
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